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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Harshit Garg

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Open access Oct 2026

LLMutantKiller: Using Large Language Models to Generate Tests That Kill Mutants

The primary goal of mutation testing is to assess the quality of an application’s test suite. This is accomplished by introducing syntactic changes into a program and determining if any test failures occur for the resulting mutated program, commonly referred to as a mutant. If so, the mutant is said to be killed, confi...

Fari Khalili, Aidan Domondon, Harshit Garg et al. · 2 citations

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